On querying connected components in large temporal graphs
In this paper, for the first time, we introduce the concepts of window-CCs and window-SCCs
on undirected and directed temporal graphs, respectively. We then study the queries of …
on undirected and directed temporal graphs, respectively. We then study the queries of …
Constant-time Connectivity Querying in Dynamic Graphs
Connectivity query processing is a fundamental problem in graph processing. Given an
undirected graph and two query vertices, the problem aims to identify whether they are …
undirected graph and two query vertices, the problem aims to identify whether they are …
Evolution Forest Index: Towards Optimal Temporal k-Core Component Search via Time-Topology Isomorphic Computation
For a temporal graph like transaction network, finding a densely connected subgraph that
contains a vertex like a suspicious account during a period is valuable. Thus, we study the …
contains a vertex like a suspicious account during a period is valuable. Thus, we study the …
Efficient algorithms for reachability and path queries on temporal bipartite graphs
Bipartite graphs are naturally used to model relationships between two types of entities,
such as people-location, user-post, and investor-stock. When modeling real-world …
such as people-location, user-post, and investor-stock. When modeling real-world …
Querying Structural Diversity in Streaming Graphs
Structural diversity of a vertex refers to the diversity of connections within its neighborhood
and has been applied in various fields such as viral marketing and user engagement. The …
and has been applied in various fields such as viral marketing and user engagement. The …
Bursting Flow Query on Large Temporal Flow Networks
Recently, queries that find bursting patterns in temporal graph data have received
increasing research attention. In particular, finding the flow in temporal networks whose flow …
increasing research attention. In particular, finding the flow in temporal networks whose flow …
On Querying Historical Connectivity in Temporal Graphs
We study the historical connectivity query in temporal graphs where edges continuously
arrive. Given an arbitrary time window, and two query vertices, the problem aims to identify if …
arrive. Given an arbitrary time window, and two query vertices, the problem aims to identify if …
Private Reachability Queries on Structured Encrypted Temporal Bipartite Graphs
A temporal bipartite graph is a graph model that incorporates time-related information into its
edges, making it suitable for modeling real-world phenomena like disease outbreaks …
edges, making it suitable for modeling real-world phenomena like disease outbreaks …
Efficient Historical Butterfly Counting in Large Temporal Bipartite Networks via Graph Structure-aware Index
Bipartite graphs are ubiquitous in many domains, eg, e-commerce platforms, social
networks, and academia, by modeling interactions between distinct entity sets. Within these …
networks, and academia, by modeling interactions between distinct entity sets. Within these …
Efficient Reachability Ratio Computation for 2-Hop Labeling Scheme
X Tang, J Zhou, Y Shi, X Liu, L Kong - Electronics, 2023 - mdpi.com
Reachability queries processing has been extensively studied during the past decades.
Many approaches have followed the line of designing 2-hop labels to ensure acceleration …
Many approaches have followed the line of designing 2-hop labels to ensure acceleration …